{"id":39096,"date":"2025-04-16T09:55:39","date_gmt":"2025-04-16T07:55:39","guid":{"rendered":"https:\/\/media-and-learning.eu\/?p=39096"},"modified":"2025-04-22T11:53:13","modified_gmt":"2025-04-22T09:53:13","slug":"enhancing-the-cognitive-load-theory-and-multimedia-learning-framework-with-ai-insight","status":"publish","type":"post","link":"https:\/\/media-and-learning.eu\/subject\/artificial-intelligence\/enhancing-the-cognitive-load-theory-and-multimedia-learning-framework-with-ai-insight\/","title":{"rendered":"Enhancing the Cognitive Load Theory and Multimedia Learning Framework with AI insight"},"content":{"rendered":"\n<p>by <strong>Khanyisile Yanela Twabu<\/strong>, UNISA, South Africa. <\/p>\n\n\n\n<p>When I first explored the depths of educational theory, I never imagined that Artificial Intelligence (AI) would become such a game-changer in how we understand and design learning experiences. Yet here we are; living in a time when AI is not just reshaping the future of work but also radically transforming how students learn and how educators teach.<\/p>\n\n\n\n<p>At the core of my research article is a question that\u2019s both simple and complex: how can we blend timeless educational theories with emerging AI technologies to make learning more meaningful, especially in Open Distance eLearning (ODeL)?<\/p>\n\n\n\n<p>Let\u2019s take a step back. The Cognitive Load Theory (CLT) and Mayer\u2019s Cognitive Theory of Multimedia Learning (CTML) have long guided educators in designing instructional materials. These theories emphasize how our brains process information, highlighting the importance of managing mental effort and combining visuals with text to improve learning. Think of it as respecting your brain\u2019s bandwidth while using multimedia to make things click.<\/p>\n\n\n\n<p>But here\u2019s the twist: while these theories are powerful, they weren\u2019t built with AI in mind.<\/p>\n\n\n\n<p>So, I asked myself:<strong><em> \u201c what happens when you throw AI into the mix?\u201d<\/em><\/strong><\/p>\n\n\n\n<p>The answer, I discovered, is transformative.<\/p>\n\n\n\n<p>AI brings the superpower of adaptability. It can analyse how a student interacts with content and then tweak that content in real-time. Imagine a virtual tutor who not only knows your name but also knows when you\u2019re struggling, when you\u2019re bored, or when you\u2019re in your zone. That\u2019s not science fiction but &nbsp;what AI-enhanced education is beginning to offer.<\/p>\n\n\n\n<p>In my <a href=\"https:\/\/uir.unisa.ac.za\/items\/d2c6cd6c-0bdf-4111-9a63-b0e18861eefb\" target=\"_blank\" rel=\"noreferrer noopener\">doctoral study<\/a>, I proposed a multimedia framework for teaching and learning in Open Distance eLearning in South Africa. With AI having taken over, this article seeks to develop a new framework that blends AI with CLT and CTML principles. Here&#8217;s what it looks like in action:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI-enhanced Cognitive Load Management: We all know how overwhelming learning can be especially online. AI tools can track a learner\u2019s performance and adjust the difficulty or pacing of content to prevent overload and frustration. This personalisation means students stay in that sweet spot of learning, not too easy, not too hard.<\/li>\n\n\n\n<li>AI-Mediated Schema Creation: ever noticed how some students &#8220;just get it&#8221; when the content is tailored to their learning style? AI can do that. By understanding how different learners think and process information, AI-powered systems can help build mental frameworks (schemas) that aid memory and understanding.<\/li>\n\n\n\n<li>Human-AI Collaborative Learning: rather than replacing educators, AI should become a co-pilot. Think of it as a teaching assistant that can handle repetitive tasks like grading while offering real-time feedback to learners, freeing up teachers to focus on mentoring and deeper interactions.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"940\" height=\"723\" src=\"https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1.png\" alt=\"\" class=\"wp-image-39097\" srcset=\"https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1.png 940w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-300x231.png 300w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-768x591.png 768w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-370x285.png 370w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-270x208.png 270w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-570x438.png 570w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-740x569.png 740w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-1-600x461.png 600w\" sizes=\"auto, (max-width: 940px) 100vw, 940px\" \/><figcaption class=\"wp-element-caption\">Figure was designed using Napkin AI<\/figcaption><\/figure>\n\n\n\n<p>Another exciting element is how Generative AI mimics the brain\u2019s ability to recognise patterns. For example, it can identify a dog regardless of its colour, breed, or setting; much like how we comprehend visuals in multimedia learning. That same tech can generate videos, interactive images, or adaptive quizzes aligned with CTML\u2019s principles, making learning not just personalised, but also more engaging and human-centred.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"940\" height=\"449\" src=\"https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2.png\" alt=\"\" class=\"wp-image-39098\" srcset=\"https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2.png 940w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-300x143.png 300w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-768x367.png 768w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-370x177.png 370w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-270x129.png 270w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-570x272.png 570w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-740x353.png 740w, https:\/\/media-and-learning.eu\/files\/2025\/04\/image-2-600x287.png 600w\" sizes=\"auto, (max-width: 940px) 100vw, 940px\" \/><figcaption class=\"wp-element-caption\">Figure was designed using Napkin AI<\/figcaption><\/figure>\n\n\n\n<p>Of course, this brave new world of AI education isn\u2019t without its challenges. Ethical concerns like data privacy and algorithmic bias must be taken seriously. We must also rethink our educational policies, especially curriculum design, tuition frameworks, and how ODeL systems are implemented to support AI integration meaningfully.<\/p>\n\n\n\n<p>But if done right, the payoff is huge.<\/p>\n\n\n\n<p>We\u2019re talking about smarter systems that respond to individual needs, reduce dropout rates, and enhance knowledge retention. Systems that are not just high-tech, but high-impact.<\/p>\n\n\n\n<p>So, as an ed-tech enthusiast and researcher, I\u2019m excited, and cautiously optimistic. AI isn\u2019t here to take over the classroom. It\u2019s here to help us teach better, learn smarter and effectively whilst building education systems that are truly fit for the 21st century.<\/p>\n\n\n\n<p>Editor&#8217;s note: <strong><strong>Khanyisile<\/strong><\/strong> is going to present this framework at the <a href=\"https:\/\/conference.media-and-learning.eu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Media &amp; Learning 2025 conference<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-1024x683.jpg\" alt=\"\" class=\"wp-image-39102 size-full\" srcset=\"https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-1024x683.jpg 1024w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-300x200.jpg 300w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-768x512.jpg 768w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-1536x1024.jpg 1536w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-370x247.jpg 370w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-270x180.jpg 270w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-570x380.jpg 570w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-740x493.jpg 740w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1-600x400.jpg 600w, https:\/\/media-and-learning.eu\/files\/2025\/04\/KY-TWABU-PROFILE-PICTURE-1.jpg 1599w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-large-font-size\"><strong>Author<\/strong><\/p>\n\n\n\n<a href=\"https:\/\/content.media-and-learning.eu\/node\/4408\/lightbox2\" target=\"_blank\" data-lity><strong><strong>Khanyisile Yanela Twabu<\/strong><\/strong><\/a>, UNISA, South Africa<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>by Khanyisile Yanela Twabu, UNISA, South Africa. When I first explored the depths of educational theory, I never imagined that Artificial Intelligence (AI) would become such a game-changer in how we understand and design learning experiences. Yet here we are; living in a time when AI is not just reshaping the future of work but [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":39100,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mo_disable_npp":"","footnotes":""},"categories":[271,362,270,4,275],"tags":[],"class_list":["post-39096","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ar-vr","category-artificial-intelligence","category-av-technologies","category-featured-articles","category-higher-education"],"featured_image_src":"https:\/\/media-and-learning.eu\/files\/2025\/04\/transforming-education-with-AI.jpg","author_info":{"display_name":"Dovile Dudenaite","author_link":"https:\/\/media-and-learning.eu\/author\/dovile-dudenaite\/"},"_links":{"self":[{"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/posts\/39096","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/comments?post=39096"}],"version-history":[{"count":10,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/posts\/39096\/revisions"}],"predecessor-version":[{"id":39204,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/posts\/39096\/revisions\/39204"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/media\/39100"}],"wp:attachment":[{"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/media?parent=39096"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/categories?post=39096"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/media-and-learning.eu\/api-json\/wp\/v2\/tags?post=39096"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}